Em localization and separation using interaural level and phase cues

IEEE Workshop on Applications of Signal Processing to Audio and Acoustics

Volumn , Issue , 2007, Pages 275-278

  Mandel, Michael I ^a   Ellis, Daniel P W ^a  

^a Columbia University ^*

Author keywords

[No Author keywords available]

Indexed keywords

E-M ALGORITHMS; FITTING PARAMETERS; FREQUENCY-DEPENDENT; MAXIMUM-LIKELIHOOD; MULTIPLE SOUND SOURCES; PHASE DIFFERENCES; PROBABILISTIC MODEL; SOUND SOURCES; SPECTROGRAM; TWO-CHANNEL;

ACOUSTIC GENERATORS; ACOUSTICS; PARAMETER ESTIMATION; PHASE SEPARATION; REVERBERATION; SEPARATION; SIGNAL PROCESSING; SIGNAL TO NOISE RATIO;

AUDIO ACOUSTICS;

EID: 50249183469     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ASPAA.2007.4392987     Document Type: Conference Paper

References (10)

1. N. Roman, D. Wang, and G. J. Brown, "A classification-based cocktail party processor," in Proceedings of Neural Information Processing Systems, 2003.
2. P. Aarabi, "Self-localizing dynamic microphone arrays," IEEE transactions on systems, man, and cybernetics, vol. 32, no. 4, November 2002.
3. A. Hyvärinen, "Survey on independent component analysis," Neural Computing Surveys, vol. 2, no. 94-128, pp. 3-1, 1999.
4. M.S. Brandstein and H. F. Silverman, "A robust method for speech signal time-delay estimation in reverberant rooms," in Proceedings of IEEE Conference on Audio, Speech, and Signal Processing, 1997, pp. 375-378.
5. O. Yilmaz and S. Rickard, "Blind separation of speech mixtures via time-frequency masking," IEEE Transactions on signal processing, vol. 52, no. 7, pp. 1830-1847, July 2004.
6. M. Mandel, D. Ellis, and T. Jebara, "An EM algorithm for localizing multiple sound sources in reverberant environments," in Advances in Neural Information Processing Systems 19, B. Schölkopf, J. Platt, and T. Hoffman, Eds. Cambridge, MA: MIT Press, 2007.
7. J. Blauert, Spatial Hearing: Psychophysics of Human Sound Localization. MIT Press, 1997.
8. V. R. Algazi, R. O. Duda, D. M. Thompson, and C. Avendano, "The CIPIC HRTF database," in Proc IEEE Workshop on Applications of Signal Processing to Audio and Electroacoustics. Oct 2001, pp. 99-102.
9. B. Shinn-Cunningham, N. Kopco, and T. J. Martin, "Localizing nearby sound sources in a classroom: Binaural room impulse responses," Journal of the Acoustical Society of America, vol. 117, pp. 3100-3115, 2005.
10. M. I. Mandel and D. P. W. Ellis, "A probability model for interaural phase difference," Workshop on Statistical and Perceptual Audio Processing, 2006.